Maria Rodriguez

Repo for images, annotations, notebooks and models for detecting surgical instruments.

Generate synthetic medical data from a patient population dataset.

Automate approach to label images for object detection using TensorFlow

Computer vision mini-projects using Airctic/ IceVision

Creation of an interactive shinyapp that would show the Hepatitis B immunization percentages in Alberta Grade 6 students.

Deployment of model that detects and identifies 15 classes of surgical instruments.

Testing out concepts from Coursera

Objective: Develop an application that can reliably locate and identify surgical instruments in an image.

Examples and guides for using the OpenAI API

Following Streamlit's 30day challenge

No description provided.

Mini-projects done, based on lessons on the Fast.ai Fastbook, blogged on Medium

Time_Series_TF

An Agnostic Computer Vision Framework - Pluggable to any Training Library: Fastai, Pytorch-Lightning with more to come

Public repo for DeepLearning.AI MLEP Specialization: ML Deployment

Informative notebooks related to deep learning concepts

No description provided.

Predictive Analyses for Homelessness Datathon

Collection of datasets, notebooks for the analyses of the Brightside housing data.

No description provided.

piloting surgical instruments workflow

Competition entry: DataDriven_Flu

NLP: Predicting the mass sentiment response to the Covid vaccination based on Tweets.

Ongoing mini projects using IceVision

15 mixed images of surgical scissors and scalpels to generate pseudolabels

Code repository for the Brightside Datathon analyses

for cvat annotation: putting all image files directly on the repo

annotations_cvat

SSD: Single Shot MultiBox Detector | a PyTorch Tutorial to Object Detection

Self-training for object detection/classification tasks